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Tag: large language model

  • Hacker News: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques

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    Source URL: https://github.com/athina-ai/rag-cookbooks Source: Hacker News Title: Show HN: Open-Source Colab Notebooks to Implement Advanced RAG Techniques Feedly Summary: Comments AI Summary and Description: Yes Summary: The text outlines a comprehensive resource on advanced Retrieval-Augmented Generation (RAG) techniques, which enhance the accuracy and relevance of responses generated by Large Language Models (LLMs) by integrating external…

  • AWS News Blog: New Amazon EC2 P5en instances with NVIDIA H200 Tensor Core GPUs and EFAv3 networking

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    Source URL: https://aws.amazon.com/blogs/aws/new-amazon-ec2-p5en-instances-with-nvidia-h200-tensor-core-gpus-and-efav3-networking/ Source: AWS News Blog Title: New Amazon EC2 P5en instances with NVIDIA H200 Tensor Core GPUs and EFAv3 networking Feedly Summary: Amazon EC2 P5en instances deliver up to 3,200 Gbps network bandwidth with EFAv3 for accelerating deep learning, generative AI, and HPC workloads with unmatched efficiency. AI Summary and Description: Yes **Summary:**…

  • The Register: Biden administration bars China from buying HBM chips critical for AI accelerators

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    Source URL: https://www.theregister.com/2024/12/03/biden_hbm_china_export_ban/ Source: The Register Title: Biden administration bars China from buying HBM chips critical for AI accelerators Feedly Summary: 140 Middle Kingdom firms added to US trade blacklist The Biden administration has announced restrictions limiting the export of memory critical to the production of AI accelerators and banning sales to more than a…

  • Hacker News: Accelerated AI Inference via Dynamic Execution Methods

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    Source URL: https://arxiv.org/abs/2411.00853 Source: Hacker News Title: Accelerated AI Inference via Dynamic Execution Methods Feedly Summary: Comments AI Summary and Description: Yes Summary: This paper discusses innovative Dynamic Execution methods that optimize AI inference by improving computational efficiency and reducing resource demands. These methods can enhance performance in generative AI applications like large language models…

  • Simon Willison’s Weblog: datasette-llm-usage

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    Source URL: https://simonwillison.net/2024/Dec/2/datasette-llm-usage/ Source: Simon Willison’s Weblog Title: datasette-llm-usage Feedly Summary: datasette-llm-usage I released the first alpha of a Datasette plugin to help track LLM usage by other plugins, with the goal of supporting token allowances – both for things like free public apps that stop working after a daily allowance, plus free previews of…

  • Simon Willison’s Weblog: PydanticAI

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    Source URL: https://simonwillison.net/2024/Dec/2/pydanticai/#atom-everything Source: Simon Willison’s Weblog Title: PydanticAI Feedly Summary: PydanticAI New project from Pydantic, which they describe as an “Agent Framework / shim to use Pydantic with LLMs". I asked which agent definition they are using and it’s the "system prompt with bundled tools" one. To their credit, they explain that in their…

  • Cloud Blog: Vertex AI grounding: More reliable models, fewer hallucinations

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-vertex-ai-grounding-helps-build-more-reliable-models/ Source: Cloud Blog Title: Vertex AI grounding: More reliable models, fewer hallucinations Feedly Summary: At the Gemini for Work event in September, we showcased how generative AI is transforming the way enterprises work. Across all the customer innovation we saw at the event, one thing was clear – if last year was…

  • Hacker News: What happens if we remove 50 percent of Llama?

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    Source URL: https://neuralmagic.com/blog/24-sparse-llama-smaller-models-for-efficient-gpu-inference/ Source: Hacker News Title: What happens if we remove 50 percent of Llama? Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The document introduces Sparse Llama 3.1, a foundational model designed to improve efficiency in large language models (LLMs) through innovative sparsity and quantization techniques. The model offers significant benefits in…

  • AWS News Blog: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock

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    Source URL: https://aws.amazon.com/blogs/aws/new-rag-evaluation-and-llm-as-a-judge-capabilities-in-amazon-bedrock/ Source: AWS News Blog Title: New RAG evaluation and LLM-as-a-judge capabilities in Amazon Bedrock Feedly Summary: Evaluate AI models and applications efficiently with Amazon Bedrock’s new LLM-as-a-judge capability for model evaluation and RAG evaluation for Knowledge Bases, offering a variety of quality and responsible AI metrics at scale. AI Summary and Description:…

  • AWS News Blog: Newly enhanced Amazon Connect adds generative AI, WhatsApp Business, and secure data collection

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    Source URL: https://aws.amazon.com/blogs/aws/newly-enhanced-amazon-connect-adds-generative-ai-whatsapp-business-and-secure-data-collection/ Source: AWS News Blog Title: Newly enhanced Amazon Connect adds generative AI, WhatsApp Business, and secure data collection Feedly Summary: Use innovative tools like generative AI for segmentation and campaigns, WhatsApp Business, data privacy controls for chat, AI guardrails, conversational AI bot management, and enhanced analytics to elevate customer experiences securely and…